ManuService ontology: a product data model for service-oriented business interactions in a cloud manufacturing environment

被引:82
作者
Lu, Yuqian [1 ]
Wang, Hongqiang [2 ]
Xu, Xun [1 ]
机构
[1] Univ Auckland, Dept Mech Engn, Auckland 1010, New Zealand
[2] EagleBurgmann Australasia Pty Ltd, Auckland 0632, New Zealand
关键词
Cloud manufacturing; Semantic web; Ontology; Make-to-individual; Product data model; Service-oriented manufacturing; SYSTEMS; DESIGN; METHODOLOGY; STEP;
D O I
10.1007/s10845-016-1250-x
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The ever-increasing distributed, networked and crowd-sourced cloud environment imposes the need of a service-oriented product data model for explicit representation of service requests in global manufacturing-service networks. The work in this paper aims to develop such a description framework for products based on semantic web technologies to facilitate the make-to-individual production strategy in a cloud manufacturing environment. A brief discussion on the requirements of a product data model in cloud manufacturing and research on product data modelling is given in the first part. A systematic ontology development methodology is then proposed and elaborated. The ontology called ManuService has been developed, consisting of all necessary concepts for description of products in a service-oriented business environment. These concepts include product specifications, quality constraints, manufacturing processes, organisation information, cost expectations, logistics requirements, and etcetera. ManuService ontology provides a module-based, reconfigurable, privacy-enhanced and standardised approach to modelling customised manufacturing service requests. An industrial case is presented to demonstrate possible applications using ManuService ontology. Comprehensive discussions are given thereafter, including a pilot application of a software package for semantic-based product design and a semantic web-based module for intelligent knowledge-based decision-making based on ManuService. ManuService forms the basis for collaborative service-oriented business interactions, intelligent and secure service provision in cloud manufacturing environment.
引用
收藏
页码:317 / 334
页数:18
相关论文
共 34 条
[1]  
[Anonymous], 2003, 146491 ISO
[2]   The Semantic Web - A new form of Web content that is meaningful to computers will unleash a revolution of new possibilities [J].
Berners-Lee, T ;
Hendler, J ;
Lassila, O .
SCIENTIFIC AMERICAN, 2001, 284 (05) :34-+
[3]  
Suárez-Figueroa MC, 2010, 22ND INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING & KNOWLEDGE ENGINEERING (SEKE 2010), P614
[4]   Towards the ontology-based consolidation of production-centric standards [J].
Chungoora, N. ;
Cutting-Decelle, A-F ;
Young, R. I. M. ;
Gunendran, G. ;
Usman, Z. ;
Harding, J. A. ;
Case, K. .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2013, 51 (02) :327-345
[5]   Ontology-based service product configuration system modeling and development [J].
Dong, Ming ;
Yang, Dong ;
Su, Liyue .
EXPERT SYSTEMS WITH APPLICATIONS, 2011, 38 (09) :11770-11786
[6]  
Dun & Bradstreet Inc, 2013, B N S NUMB UN STAND
[7]   The evolution of Protege:: an environment for knowledge-based systems development [J].
Gennari, JH ;
Musen, MA ;
Fergerson, RW ;
Grosso, WE ;
Crubézy, M ;
Eriksson, H ;
Noy, NF ;
Tu, SW .
INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES, 2003, 58 (01) :89-123
[8]  
Gomez-Perez A, 2006, ONTOLOGICAL ENG EXAM, DOI DOI 10.1007/1-85233-840-7_3
[9]   OWL 2: The next step for OWL [J].
Grau, Bernardo Cuenca ;
Horrocks, Ian ;
Motik, Boris ;
Parsia, Bijan ;
Patel-Schneider, Peter ;
Sattler, Ulrike .
JOURNAL OF WEB SEMANTICS, 2008, 6 (04) :309-322
[10]  
GS1, GLOB LOC NUMB GLN KE